{"id":"W203757376","doi":"","title":"Evaluating causes of death and morbidity in Iran, global burden of diseases, injuries, and risk factors study 2010.","year":2014,"lang":"en","type":"article","venue":"PubMed","topic":"Medical Coding and Health Information","field":"Health Professions","cited_by":194,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Life expectancy; Medicine; Years of potential life lost; Disease; Cause of death; Burden of disease; Pediatrics; Demography; Injury prevention; Poison control; Environmental health; Population; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002075138,0.0006675034,0.0004350958,0.002323096,0.0003480049,0.0003949551,0.0006764131,0.0002747956,0.0008951311],"category_scores_gemma":[0.002181329,0.0003200236,0.0008592529,0.004092973,0.0001345826,0.0004743435,0.0006660454,0.0005489573,0.00034781],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001573564,"about_ca_system_score_gemma":0.003101147,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05646967,"about_ca_topic_score_gemma":0.06972443,"domain_scores_codex":[0.9994963,0.00009173396,0.000106174,0.00006004001,0.0001698876,0.00007575306],"domain_scores_gemma":[0.9991946,0.00004712003,0.0002995753,0.00004071421,0.0003094983,0.0001085473],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001113875,0.00006716469,0.9725642,0.0003353725,0.0001420138,0.00004377356,0.0001606527,0.0003398206,0.0000775664,0.0001005181,0.01504193,0.01101556],"study_design_scores_gemma":[0.00003929673,0.00004985432,0.9954348,0.0000640459,0.00008630541,0.00007238826,0.0002425081,0.0002189185,0.00006342096,0.00006261809,0.003660599,0.000005230992],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6950115,0.01196986,0.001280692,0.002385589,0.0003689812,0.001313623,0.2818695,0.0001566223,0.005643619],"genre_scores_gemma":[0.7560016,0.007220982,0.005221853,0.0005633567,0.0002465734,0.002213204,0.226154,0.00003006285,0.002348438],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05646967,"threshold_uncertainty_score":0.112282,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3093862088744037,"score_gpt":0.4648304943166247,"score_spread":0.155444285442221,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}